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Oral
Fri Jul 23 10:00 AM -- 10:20 AM (KST)
Dimensionality Reduction for the Sum-of-Distances Metric
In Unsupervised Learning 2
Zhili Feng · Praneeth Kacham · David Woodruff
[ Paper ]
Spotlight
Fri Jul 23 10:20 AM -- 10:25 AM (KST)
A Sampling-Based Method for Tensor Ring Decomposition
In Unsupervised Learning 2
Osman Asif Malik · Stephen Becker
[ Paper ]
Spotlight
Fri Jul 23 10:25 AM -- 10:30 AM (KST)
CountSketches, Feature Hashing and the Median of Three
In Unsupervised Learning 2
Kasper Green Larsen · Rasmus Pagh · Jakub Tětek
[ Paper ]
Spotlight
Fri Jul 23 10:30 AM -- 10:35 AM (KST)
Single Pass Entrywise-Transformed Low Rank Approximation
In Unsupervised Learning 2
Yifei Jiang · Yi Li · Yiming Sun · Jiaxin Wang · David Woodruff
[ Paper ]
Spotlight
Fri Jul 23 10:35 AM -- 10:40 AM (KST)
Active Slices for Sliced Stein Discrepancy
In Unsupervised Learning 2
Wenbo Gong · Kaibo Zhang · Yingzhen Li · Jose Miguel Hernandez-Lobato
[ Paper ]
Spotlight
Fri Jul 23 10:40 AM -- 10:45 AM (KST)
Projection techniques to update the truncated SVD of evolving matrices with applications
In Unsupervised Learning 2
Vasileios Kalantzis · Georgios Kollias · Shashanka Ubaru · Athanasios N. Nikolakopoulos · Lior Horesh · Kenneth Clarkson
[ Paper ]
Spotlight
Fri Jul 23 10:45 AM -- 10:50 AM (KST)
Fixed-Parameter and Approximation Algorithms for PCA with Outliers
In Unsupervised Learning 2
Yogesh Dahiya · Fedor Fomin · Fahad Panolan · Kirill Simonov
[ Paper ]
Q&A
Fri Jul 23 10:50 AM -- 10:55 AM (KST)
Q&A
In Unsupervised Learning 2